sd-webui-forge-classic
/
extensions
/sd-webui-infinite-image-browsing
/vue
/src
/util
/stable-diffusion-image-metadata.ts
import { unescapeHtml } from '.' | |
// Fork from https://github.com/jiw0220/stable-diffusion-image-metadata/blob/main/src/index.ts | |
type ImageMeta = { | |
prompt?: string; | |
negativePrompt?: string; | |
steps?: string; | |
sampler?: string; | |
cfgScale?: string; | |
seed?: string; | |
clipSkip?: string; | |
hashes?: { [k: string]: any }; | |
width?: number; | |
height?: number; | |
resources?: Resource[]; | |
} & Record<string, any>; | |
type Resource = { | |
type: string; | |
name: string; | |
weight?: number; | |
hash?: string; | |
}; | |
type PreProcessValueFn = (v: string) => string; | |
type PreProcessValue = string; | |
const imageMetadataKeys: Array<[string, string]> = [ | |
['Seed', 'seed'], | |
['CFG scale', 'cfgScale'], | |
['Sampler', 'sampler'], | |
['Steps', 'steps'], | |
['Clip skip', 'clipSkip'], | |
['Size', 'size'], | |
]; | |
const imageMetaKeyMap = new Map<string, string>(imageMetadataKeys); | |
const automaticExtraNetsRegex = /<(lora|hypernet):([a-zA-Z0-9_.]+):([0-9.]+)>/g; | |
const automaticNameHash = /([a-zA-Z0-9_.]+)\(([a-zA-Z0-9]+)\)/; | |
const getImageMetaKey = (key: string, keyMap: Map<string, string>) => keyMap.get(key.trim()) ?? key.trim(); | |
const stripKeys = ['Template: ', 'Negative Template: '] as const; | |
function preproccessFormatJSONValueFn(v: string) { | |
try { | |
return JSON.parse(encodeURIComponent(v)); | |
} catch (e) { | |
return v; | |
} | |
} | |
function preproccessFormatHandler(configValue: PreProcessValue | PreProcessValueFn, inputValue: string) { | |
if (typeof configValue === 'function') { | |
return configValue.call(null, inputValue); | |
} | |
return configValue; | |
} | |
const tryParseJson = (v: string) => { | |
try { | |
return JSON.parse(v); | |
} catch (e) { | |
return v; | |
} | |
} | |
const preproccessConfigs = [ | |
{ reg: /(ControlNet \d+): "([^"]+)"/g }, | |
{ reg: /(Lora hashes): "([^"]+)"/g }, | |
{ reg: /(Hashes): ({[^}]+})/g, key: 'hashes', value: preproccessFormatJSONValueFn }, | |
//...There should be many configs that need to be preprocessed in the future | |
]; | |
export function parse(parameters: string): ImageMeta { | |
const metadata: ImageMeta = {}; | |
if (!parameters) return metadata; | |
const metaLines = parameters.split('\n').filter((line) => { | |
return line.trim() !== '' && !stripKeys.some((key) => line.startsWith(key)); | |
}); | |
const detailsLineIndex = metaLines.findIndex((line) => line.startsWith('Steps: ')); | |
let detailsLine = metaLines[detailsLineIndex] || ''; | |
// Strip it from the meta lines | |
if (detailsLineIndex > -1) metaLines.splice(detailsLineIndex, 1); | |
// Remove meta keys I wish I hadn't made... :( | |
detailsLine = unescapeHtml(detailsLine) | |
const preprecessedMatchValuesList = [] as any[]; | |
preproccessConfigs.forEach(({ reg, key: configKey, value: configValue }) => { | |
const matchData: any = {}; | |
const matchValues = []; | |
let match; | |
while ((match = reg.exec(detailsLine)) !== null) { | |
const key = configKey !== void 0 ? preproccessFormatHandler(configKey, match[1]) : match[1]; | |
const value = configValue !== void 0 ? preproccessFormatHandler(configValue, match[2]) : match[2]; | |
matchData[key] = value; | |
matchValues.push(match[0]); | |
} | |
matchValues.forEach((value) => (detailsLine = detailsLine.replace(value, ''))); | |
preprecessedMatchValuesList.push(matchData); | |
}); | |
const regex = /\s*([\w ]+):\s*("(?:\\"[^,]|\\"|\\|[^"])+"|[^,]*)(?:,|$)/g; | |
let match; | |
while ((match = regex.exec(detailsLine)) !== null) { | |
let k = match[1]; | |
const v = match[2].replace(/\\(.)/g, '$1'); | |
if (!k) continue; | |
k = getImageMetaKey(k, imageMetaKeyMap); | |
metadata[k.trim()] = tryParseJson((v ?? '').trim()); | |
} | |
// 这些信息不是很重要,所以推后 | |
preprecessedMatchValuesList.forEach((matchData) => { | |
Object.assign(metadata, matchData); | |
}); | |
// Extract prompts | |
const [prompt, ...negativePrompt] = metaLines | |
.join('\n') | |
.split('Negative prompt:') | |
.map((x) => x.trim()); | |
metadata.prompt = prompt; | |
metadata.negativePrompt = negativePrompt.join(' ').trim(); | |
// Extract resources | |
const extranets = [...prompt.matchAll(automaticExtraNetsRegex)]; | |
const resources: Resource[] = extranets.map(([, type, name, weight]) => ({ | |
type, | |
name, | |
weight: parseFloat(weight), | |
})); | |
if (metadata.Size || metadata.size) { | |
const sizes = (metadata.Size || metadata.size || '0x0').split('x'); | |
if (!metadata.width) { | |
metadata.width = parseFloat(sizes[0]) || 0; | |
} | |
if (!metadata.height) { | |
metadata.height = parseFloat(sizes[1]) || 0; | |
} | |
} | |
if (metadata['Model'] && metadata['Model hash']) { | |
const model = metadata['Model'] as string; | |
const modelHash = metadata['Model hash'] as string; | |
if (typeof metadata.hashes !== 'object') metadata.hashes = {}; | |
if (!metadata.hashes['model']) metadata.hashes['model'] = modelHash; | |
resources.push({ | |
type: 'model', | |
name: model, | |
hash: modelHash, | |
}); | |
} | |
if (metadata['Hypernet'] && metadata['Hypernet strength']) | |
resources.push({ | |
type: 'hypernet', | |
name: metadata['Hypernet'] as string, | |
weight: parseFloat(metadata['Hypernet strength'] as string), | |
}); | |
if (metadata['AddNet Enabled'] === 'True') { | |
let i = 1; | |
// eslint-disable-next-line no-constant-condition | |
while (true) { | |
const fullname = metadata[`AddNet Model ${i}`] as string; | |
if (!fullname) break; | |
const [, name, hash] = fullname.match(automaticNameHash) ?? []; | |
resources.push({ | |
type: (metadata[`AddNet Module ${i}`] as string).toLowerCase(), | |
name, | |
hash, | |
weight: parseFloat(metadata[`AddNet Weight ${i}`] as string), | |
}); | |
i++; | |
} | |
} | |
metadata.resources = resources; | |
return metadata; | |
} | |